6 citations · 6 across the 2 of their papers we have counts for
2 papers
eess.IV2026
VIDS: A Verified Imaging Dataset Standard for Medical AI
Joan S. Muthu, John Shalen
Medical imaging AI development is fundamentally dependent on annotated datasets, yet no existing standard provides machine-enforceable validation across dataset structure, annotati…
math.NA2020★ 6 cited
An Efficient Analyses of the Behavior of One Dimensional Chaotic Maps using 0-1 Test and Three State Test
Joan S. Muthu, Aditya Jyoti Paul, P. Murali
In this paper, a rigorous analysis of the behavior of the standard logistic map, Logistic Tent system (LTS), Logistic-Sine system (LSS) and Tent-Sine system (TSS) is performed usin…